Citing papers
Diagnosing Failure Modes of Neural Operators Across Diverse PDE Families
10 papers cite this work.
Cellular Sheaf Neural Operators for Structure-Preserving Surrogate Modeling of Constrained PDEs
Does Text Steer Neural PDE Surrogates? A Controlled Diagnostic with OperatorCLIP
Forecasting Without Full Identification: Reliability and Computational Cost in Clot-Growth Simulation
Into the danger zone: stable extrapolation in high-dimensional function and operator learning
Inverse Learning of Latent Risk-Neutral Densities from Irregular Option Quotes
Operator Boosting Produces Pareto-Efficient PDE Surrogates
Physics-informed Neural Operator Learning for Nonlinear Grad-Shafranov Equation
Semigroup Consistency as a Diagnostic for Learned Physics Simulators
Spectral Audit of In-Context Operator Networks